AutoML Leaderboard

Best model name model_type metric_type metric_value train_time
1_Baseline Baseline auc 0.5 0.92
2_DecisionTree Decision Tree auc 0.517931 6.86
3_Linear Linear auc 0.549794 3.99
4_Default_Xgboost Xgboost auc 0.556674 51.49
5_Default_NeuralNetwork Neural Network auc 0.46388 2.39
6_Default_RandomForest Random Forest auc 0.566262 12.5
the best Ensemble Ensemble auc 0.577829 0.47

AutoML Performance

AutoML Performance

AutoML Performance Boxplot

AutoML Performance Boxplot

Features Importance

features importance across models

Spearman Correlation of Models

models spearman correlation